Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-18 0.181463 0.199977 0.220309 0.244430 0.272441 0.304163 0.343112
2025-05-25 0.145965 0.169818 0.198158 0.234836 0.281844 0.341220 0.423845
2025-06-01 0.125941 0.152114 0.184987 0.230345 0.293076 0.379687 0.514067
2025-06-08 0.113294 0.140855 0.177011 0.229560 0.307039 0.422723 0.621371
2025-06-15 0.104631 0.133259 0.172221 0.231455 0.323949 0.472507 0.754396
2025-06-22 0.093948 0.121586 0.160139 0.220591 0.318869 0.485322 0.826147
2025-06-29 0.085887 0.112720 0.150974 0.212635 0.316642 0.501789 0.910147
2025-07-06 0.079701 0.105946 0.144117 0.207249 0.317529 0.523601 1.013698
2025-07-13 0.077140 0.104180 0.144500 0.213404 0.339353 0.590464 1.254211
2025-07-20 0.075228 0.103168 0.145859 0.221227 0.365505 0.673490 1.589601
2025-07-27 0.073310 0.101957 0.146722 0.228192 0.391215 0.763633 2.018879
2025-08-03 0.071356 0.100512 0.147021 0.234098 0.415847 0.859753 2.566765
2025-08-10 0.068141 0.096936 0.143609 0.232972 0.425934 0.924153 3.077626
2025-08-17 0.063672 0.091089 0.135939 0.222930 0.414550 0.926075 3.306295
2025-08-24 0.060517 0.087204 0.131379 0.218514 0.415543 0.965574 3.804463
2025-08-31 0.058208 0.084566 0.128791 0.217728 0.425077 1.035765 4.632298
2025-09-07 0.056469 0.082765 0.127530 0.219474 0.441220 1.135475 5.945841
2025-09-14 0.053170 0.078163 0.120922 0.209383 0.425256 1.115956 6.203657
2025-09-21 0.050478 0.074474 0.115777 0.201986 0.415432 1.117081 6.710393
2025-09-28 0.048295 0.071561 0.111894 0.196974 0.411330 1.139647 7.563933
2025-10-05 0.047680 0.071307 0.112905 0.202701 0.437845 1.299220 11.076326
2025-10-12 0.047271 0.071382 0.114527 0.209973 0.470607 1.510106 17.932455
2025-10-19 0.046764 0.071249 0.115733 0.216442 0.502762 1.746707 31.051467